Cortana Analytics : with Raspberry Pi and Weather Sensor

Transcription

1 Cortana Analytics : with Raspberry Pi and Weather Sensor Leila Etaati (Microsoft MVP, PhD, Consultant, and Data science) #614 SQL Saturday South Island

2 Leila Etaati Leila is Microsoft Data Platform MVP, PhD, Senior Consultant. She is an international speaker who spoke in Data insight Summit, PASS Summit, PASS BA, PASS24H, Microsoft NZ Ignite, SQL Rally, SQL Saturday in Oregon, Vienna, Auckland, Melbourne, Sydney, Brisbane. /Leila Leila Etaati

3 Cortana Analytics : with Raspberry Pi and Weather Sensor Leila Etaati

4 Agenda Cortana Analytics Transform Data into Intelligence Cortana Analytics Azure ML 4 What is Cortana Azure Event Hub Predictions example Questions & Feedbacks Azure Stream Analytics Demo Choose Algorithm Demo Power BI Azure ML

5 What is Cortana Analytics

6 6 What is Cortana Analytics

7 7 Farming Sense the movement of water from soil through plants to the atmosphere The Temperature change Wind speed

8 8 Boat in Auckland Depth & Sea Level temperature Wind Location

9 9 Depth & Sea Level temperature Location Wind

10 10 Get Live Data

11 IOT Home Automation 11

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13 13 Get Live Data-Raspberry PI 3: price

14 14 Get Live Data-Raspberry PI 3: Operation System

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16 16 Get Live Data-Raspberry PI 3: Popularity Over 8 Million Raspberry PI 3 have been sold Kids Projects Desktop PC Games Sensors

17 Get Live Data-Raspberry Pi3 and Weather Se

18 19 Get Live Data-Weather Station Spark fun

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20 21 Get Live Data-Web site address for

21 22 Get Live Data-Set Up Raspberry PI 3

22 23 Set Up Raspberry PI 3

23 24 Weather station

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26 Power BI Visualization Azure Event Hub Azure Stream Analytics Azure ML Azure Service Bus JSON Format Get Data-IOT

27 Power BI Visualization Azure Event Hub Azure Stream Analytics Azure ML Azure Service Bus JSON Format Get Data-IOT

28 Create Event Hub-Create Service Bus- Old Portal m

29 Create Event Hub-Create Service Bus- Old Portal

30 Create Event Hub-Create Service Bus- Old Portal

31 Create Event Hub-Create Service Bus and Event Hub-Old Port

32 Create Event Hub-Create Service Bus and Event Hub-Old Portal Event Hub

33 Create Event Hub-Create Service Bus and Event Hub-Old Portal- Event Hub

34 Create Event Hub-Create Service Bus and Event Hub-Old Portal- Event Hub-Connection with IoT

35 36 Event Hub vs IOT Hub Area IOT Hub Event Hubs Communication patterns Device protocol support Security Enables device-to-cloud and cloud-to-device messaging. Supports MQTT, AMQP, AMQP over WebSockets, and HTTP/1. Additionally, IoT Hub works with the Azure IoT Protocol Gateway, a customizable protocol gateway implementation to support custom protocols. Provides per-device identity and revocable access control Only enables event ingress (usually considered for device-to-cloud scenarios). Supports AMQP, AMQP over WebSockets, and HTTP/1. Provides Event Hubs-wide shared access policies, with limited revocation support through publisher's policies. IoT solutions are often required to implement a custom solution to support per-device credentials and anti-spoofing measures.

36 37 Demo on Raspberry Pi 3

37 38 Process Stream Analytics Power BI Visualization Azure Event Hub Azure Stream Analytics Azure ML Azure Service Bus JSON Format IOT

38 39 Azure Event Hub Power BI Visualization Azure Stream Analytics Azure ML Azure Service Bus IOT JSON Format

39 40 Stream analytics : Inputs, Query, Outputs Inputs Query Outputs

40 Create Stream Analytics-New Portal-To Get data from Event Hub-to Power BI

41 Create Stream Analytics-New Portal-To Get data from Event Hub-to Power BI

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43 Create Stream Analytics-New Portal-To Get data from Event Hub-to Power BI

44 Create Stream Analytics-New Portal-To Get data from Event Hub-to Power BI

45 Create Stream Analytics-New Portal-To Get data from Event Hub-to Power BI

46 Create Stream Analytics-New Portal-To Get data from Event Hub-to Power BI

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48 Azure Stream Analytics Language Aggregate Functions

49 50 Process diagram Power BI Visualization Azure Event Hub Azure Stream Analytics Azure ML Azure Service Bus JSON Format IOT

50 Power BI Visualization Azure Event Hub Azure Stream Analytics Azure ML Azure Service Bus JSON Format IOT

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52 C:\Users\leila\Pictures\Screenpresso\ _20h54_56.mp4

53 Azure ML

54 What is Cortana Analytics

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61 WITH weatherpred AS ( select value, weatherpred(value) as result from iotevent ) Select value,result.[assignments] Into powerbiazure From weatherpred where result.[measurename]='temperature' ;

62 63 Process diagram Power BI Visualization Azure Event Hub Azure Stream Analytics Azure ML Azure Service Bus JSON Format IOT

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67 @Leila_etaati

68 Please fill out your evaluation forms. You have them in your A4 pack from registration. Please put them in the box at the front of the room. There are spot prizes for completed evaluation forms. Speaker Name Title Goes Here (24pt) SQL SATURDAY #614 South Island 2017

69 Thank you to our sponsors: Gold Sponsors Silver Sponsors Bronze Sponsors